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Investigation of lumbar spine biomechanics using global convergence optimization and constant loading path methods
- Source :
- Mathematical Biosciences and Engineering, Vol 17, Iss 4, Pp 2970-2983 (2020)
- Publication Year :
- 2020
- Publisher :
- AIMS Press, 2020.
-
Abstract
- Computational models and inverse dynamic optimization methods are used to predict in-vivo spinal loading. Spinal force is conventionally predicted using the constant loading path method, which is based on the concept that the physiological directions of the spine loads follow the same path of the spinal curve. However, the global convergence optimization method, in which the instantaneous center of rotation of the joint should be also predicted, is necessary for accurate prediction of joint forces of the human body. In this study, we investigate the joint forces, instantaneous centers of rotation, and muscle forces of the human lumbar spine using both global convergence optimization method and constant loading path method during flexion, upright standing, and extension postures. The joint forces predicted using the constant loading path method were 130%, 234%, and 253% greater than those predicted using the global convergence optimization method for the three postures. The instantaneous centers of rotation predicted using the global convergence optimization method were segment level-dependent and moved anteriorly in the flexion and posteriorly in the extension, whereas those predicted using the constant loading path method moved posteriorly in both the flexion and extension. The data indicated that compared to the global convergence optimization method, the constant loading path method introduces additional constraints to the spinal joint model, and thus, it results in greater joint and muscle forces.
- Subjects :
- musculoskeletal diseases
Rotation
global convergence optimization method
Posture
Physics::Medical Physics
inverse dynamics
02 engineering and technology
Inverse dynamics
Control theory
0502 economics and business
Convergence (routing)
constant loading path
0202 electrical engineering, electronic engineering, information engineering
QA1-939
Humans
Range of Motion, Articular
Joint (geology)
Instant centre of rotation
Mathematics
Lumbar Vertebrae
Applied Mathematics
lumbar spine
05 social sciences
Biomechanics
General Medicine
Biomechanical Phenomena
spine biomechanics
Computational Mathematics
Modeling and Simulation
Path (graph theory)
020201 artificial intelligence & image processing
General Agricultural and Biological Sciences
Constant (mathematics)
050203 business & management
TP248.13-248.65
Biotechnology
Subjects
Details
- Language :
- English
- ISSN :
- 15510018
- Volume :
- 17
- Issue :
- 4
- Database :
- OpenAIRE
- Journal :
- Mathematical Biosciences and Engineering
- Accession number :
- edsair.doi.dedup.....375785d476193c597fb2c94004463a42
- Full Text :
- https://doi.org/10.3934/mbe.2020168?viewType=HTML